2304 03784 Generative AI for learning: Investigating the potential of synthetic learning videos

There is no software to download, and it doesn’t require any previous video editing experience. With the free video editing app, you can work on creating content right in your browser. One such tool is Synthesia, which uses a process called text-to-video to allow users to generate videos with realistic AI avatars and voiceovers in minutes. Like all machine learning models, generative AI models are susceptible to bias in their training data.

Run by a global team of AI technology experts, Elai.io is another leading AI video generator that enables users to create a wide range of video content from text. Colossyan is among the first companies building tools to enable video production with the help of AI and machine learning algorithms. Their tool can be used for everything from HR training videos to YouTube clips, and aims to make creating video content easier and more accessible to all. Stable Diffusion is a tool designed to generate high-quality images. It uses a generative model trained with a diffusion process, gradually transforming a random noise into a data sample. The model is trained to reverse this process, starting from a data sample and applying a reverse diffusion process to recreate the original noise.

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This platform takes your video footage and analyzes it using clever AI algorithms to find the most captivating moments. Then, like magic, it automatically creates professional-looking edits for you. All you have to do is upload your videos, choose a style or theme, and let the AI produce polished and captivating edits. You can even add your personal touch with customizable templates, music selections, and text overlays.

This approach allows to temporally synchronize frames of a video, while also enabling a user to type in the prompts they want. Latent Diffusion Models (LDMs) are known for their capability to generate high-quality images or audio without demanding too much computational power. This gives businesses the opportunity to differentiate by creating exceptional content. They need to get as imaginative and industry-specific as possible to ensure they’re producing above-average work.

Goodbye, boring documentation.Hello, video-based guides.

Still, it’ll take you less time to master than its bigger brother, the great and mighty Adobe After Effects, while offering a respectable set of possibilities in exchange. When I record video, I usually say much more than I’m actually going to use in the final version—far too much, actually. That leads to watching a lot of raw footage, marking the timeline to save the best bits, and then having to move back and forth splitting tracks and trimming video. That’s fun for the first hour, but when you’re on a deadline and going over the midnight mark, things start looking bleak.

Yakov Livshits
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.

The models used for speech generation can be powered by Transformers. Speech Generation can be used in text-to-speech conversion, virtual assistants, and voice cloning. Creators and companies can use Synthesys Yakov Livshits to create videos with lip-syncing AI video technology. All you have to do is choose an avatar and type your script in one of 140+ available languages, and the tool will produce a high-quality video.

The ChatGPT list of lists: A collection of 3000+ prompts, examples, use-cases, tools, APIs…

The real magic happens when the transcribed data is then processed by One AI’s suite of pre-trained Language Skills, enabling deeper analysis and extraction of meaningful insights from the text. The first and arguably most important Yakov Livshits factor is that human involvement is still necessary. It’s important to identify where AI can be most beneficial in the video development process, which is often for purposeful creation to help with customer pain points.

These tools will get you the best AI-generated images using text-to-image AI. HeyGen comes close in avatar quality, offering a Canva-style editor that focuses more on visual elements. It packs extras such as AI faceswap, text-to-image, screen recording and URL to video. If you decide to stick with Synthesia, here are 5 ways to automate Synthesia.

It comes in handy for creating new video footage from still photographs. You can also use it to replace the missing frames in a damaged video. It is basically a lower-dimensional representation of the encoded training data. After that, the latent code is decoded into the original data space. This is just a very miniature scale of speechless magnificence that a generative AI tool can do in the world of art.

• If you add a claymation effect, for example, your resulting models won’t function like real claymation.
• This will help ensure viewers know the video was generated with AI and is not a captured video.
• The model is also constructed by a sequence of invertible transformations.